Large-Scale Video Classification with Convolutional Neural Networks

原文题目

Large-Scale Video Classification with Convolutional Neural Networks

作者

Fei-Fei, L., Karpathy, A., Leung, T., Shetty, S., Sukthankar, R., & Toderici, G.

来源

(2014). IEEE Conference on Computer Vision and Pattern Recognition?cited 865 times, HIC: 24 , CV: 239)

摘要

Convolutional Neural Networks (CNNs) have been established as a powerful class of models for image recognition problems. Encouraged by these results, we provide an extensive empirical evaluation of CNNs on large-scale video classification using a new dataset of 1 million YouTube videos belonging to 487 classes .